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基于聚类的基本模式分析对产琥珀酸曼海姆氏菌进行琥珀酸生产的代谢工程。

Metabolic engineering of Mannheimia succiniciproducens for succinic acid production based on elementary mode analysis with clustering.

作者信息

Kim Won Jun, Ahn Jung Ho, Kim Hyun Uk, Kim Tae Yong, Lee Sang Yup

机构信息

Metabolic and Biomolecular Engineering National Research Laboratory, Department of Chemical and Biomolecular Engineering (BK21 Plus Program), Center for Systems and Synthetic Biotechnology, Institute for the BioCentury, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea.

BioInformatics Research Center, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea.

出版信息

Biotechnol J. 2017 Feb;12(2). doi: 10.1002/biot.201600701. Epub 2017 Jan 16.

Abstract

Mannheimia succiniciproducens, a capnophilic gram-negative rumen bacterium, has been employed for the efficient production of succinic acid. Although M. succiniciproducens metabolism was previously studied using a genome-scale metabolic model, more metabolic characteristics are to be understood. To this end, elementary mode analysis accompanied with clustering ('EMC' analysis) is used to gain further insights on metabolic characteristics of M. succiniciproducens allowing efficient succinic acid production. Elementary modes (EMs) generated from the central carbon metabolic network of M. succiniciproducens are clustered to systematically analyze succinic acid production routes. Based on the results of EMC analysis, zwf gene is identified as a novel overexpression target for the improved succinic acid production. This gene is overexpressed in a previously constructed succinic acid-overproducing M. succiniciproducens LPK7 strain. Heterologous NADPH-dependent mdh is later intuitively selected for overexpression to synergistically improve succinic acid production by utilizing abundant NADPH pool mediated by the overexpressed zwf. The LPK7 strains co-expressing mdh alone and both zwf and mdh genes are subjected to fed-batch fermentation to better examine their succinic acid production performances. Strategies of EMC analysis will be useful for further metabolic engineering of M. succiniciproducens and other microorganisms to improve production of succinic acid and other chemicals of interest.

摘要

产琥珀酸曼氏杆菌是一种嗜二氧化碳的革兰氏阴性瘤胃细菌,已被用于高效生产琥珀酸。尽管之前使用基因组规模代谢模型对产琥珀酸曼氏杆菌的代谢进行了研究,但仍有更多的代谢特征有待了解。为此,采用伴随聚类的基本模式分析(“EMC”分析)来进一步深入了解产琥珀酸曼氏杆菌的代谢特征,以实现琥珀酸的高效生产。从产琥珀酸曼氏杆菌的中心碳代谢网络生成的基本模式(EMs)被聚类,以系统地分析琥珀酸的生产途径。基于EMC分析的结果,zwf基因被确定为提高琥珀酸产量的新的过表达靶点。该基因在先前构建的产琥珀酸过量的产琥珀酸曼氏杆菌LPK7菌株中过表达。随后直观地选择异源NADPH依赖性苹果酸脱氢酶进行过表达,以利用过表达的zwf介导的丰富NADPH库协同提高琥珀酸产量。单独共表达mdh以及同时共表达zwf和mdh基因的LPK7菌株进行补料分批发酵,以更好地考察它们的琥珀酸生产性能。EMC分析策略将有助于对产琥珀酸曼氏杆菌和其他微生物进行进一步的代谢工程改造,以提高琥珀酸和其他目标化学品的产量。

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